Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 15341 |
| Missing cells | 1533 |
| Missing cells (%) | 1.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Numeric | 10 |
|---|
cloud_cover is highly overall correlated with global_radiation and 1 other fields | High correlation |
global_radiation is highly overall correlated with cloud_cover and 4 other fields | High correlation |
max_temp is highly overall correlated with global_radiation and 2 other fields | High correlation |
mean_temp is highly overall correlated with global_radiation and 2 other fields | High correlation |
min_temp is highly overall correlated with global_radiation and 2 other fields | High correlation |
precipitation is highly overall correlated with pressure | High correlation |
pressure is highly overall correlated with precipitation | High correlation |
sunshine is highly overall correlated with cloud_cover and 1 other fields | High correlation |
snow_depth has 1441 (9.4%) missing values | Missing |
snow_depth is highly skewed (γ1 = 22.58706503) | Skewed |
date has unique values | Unique |
cloud_cover has 381 (2.5%) zeros | Zeros |
sunshine has 2570 (16.8%) zeros | Zeros |
precipitation has 7963 (51.9%) zeros | Zeros |
snow_depth has 13760 (89.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-09-28 11:14:06.885490 |
|---|---|
| Analysis finished | 2024-09-28 11:14:19.308084 |
| Duration | 12.42 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
date
Real number (ℝ)
UNIQUE 
| Distinct | 15341 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19995672 |
| Minimum | 19790101 |
|---|---|
| Maximum | 20201231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 19790101 |
|---|---|
| 5-th percentile | 19810206 |
| Q1 | 19890702 |
| median | 20000101 |
| Q3 | 20100702 |
| 95-th percentile | 20181125 |
| Maximum | 20201231 |
| Range | 411130 |
| Interquartile range (IQR) | 210000 |
Descriptive statistics
| Standard deviation | 121217.56 |
|---|---|
| Coefficient of variation (CV) | 0.0060621899 |
| Kurtosis | -1.2013449 |
| Mean | 19995672 |
| Median Absolute Deviation (MAD) | 108870 |
| Skewness | 7.2397371 × 10-6 |
| Sum | 3.067536 × 1011 |
| Variance | 1.4693696 × 1010 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 20201231 | 1 | < 0.1% |
| 19790101 | 1 | < 0.1% |
| 19790102 | 1 | < 0.1% |
| 19790103 | 1 | < 0.1% |
| 19790104 | 1 | < 0.1% |
| 19790105 | 1 | < 0.1% |
| 19790106 | 1 | < 0.1% |
| 19790107 | 1 | < 0.1% |
| 19790108 | 1 | < 0.1% |
| 19790109 | 1 | < 0.1% |
| Other values (15331) | 15331 |
| Value | Count | Frequency (%) |
| 19790101 | 1 | |
| 19790102 | 1 | |
| 19790103 | 1 | |
| 19790104 | 1 | |
| 19790105 | 1 | |
| 19790106 | 1 | |
| 19790107 | 1 | |
| 19790108 | 1 | |
| 19790109 | 1 | |
| 19790110 | 1 |
| Value | Count | Frequency (%) |
| 20201231 | 1 | |
| 20201230 | 1 | |
| 20201229 | 1 | |
| 20201228 | 1 | |
| 20201227 | 1 | |
| 20201226 | 1 | |
| 20201225 | 1 | |
| 20201224 | 1 | |
| 20201223 | 1 | |
| 20201222 | 1 |
cloud_cover
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2682417 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 381 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.0700721 |
|---|---|
| Coefficient of variation (CV) | 0.39293415 |
| Kurtosis | -0.27150969 |
| Mean | 5.2682417 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.68684171 |
| Sum | 80720 |
| Variance | 4.2851985 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 3191 | |
| 6 | 3014 | |
| 5 | 2329 | |
| 8 | 1934 | |
| 4 | 1834 | |
| 3 | 1163 | 7.6% |
| 2 | 865 | 5.6% |
| 1 | 609 | 4.0% |
| 0 | 381 | 2.5% |
| 9 | 2 | < 0.1% |
| (Missing) | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 381 | 2.5% |
| 1 | 609 | 4.0% |
| 2 | 865 | 5.6% |
| 3 | 1163 | 7.6% |
| 4 | 1834 | |
| 5 | 2329 | |
| 6 | 3014 | |
| 7 | 3191 | |
| 8 | 1934 | |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 1934 | |
| 7 | 3191 | |
| 6 | 3014 | |
| 5 | 2329 | |
| 4 | 1834 | |
| 3 | 1163 | 7.6% |
| 2 | 865 | 5.6% |
| 1 | 609 | 4.0% |
| 0 | 381 | 2.5% |
sunshine
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 160 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3502379 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 2570 |
| Zeros (%) | 16.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.5 |
| median | 3.5 |
| Q3 | 7.2 |
| 95-th percentile | 12.2 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 6.7 |
Descriptive statistics
| Standard deviation | 4.0283394 |
|---|---|
| Coefficient of variation (CV) | 0.92600439 |
| Kurtosis | -0.53328495 |
| Mean | 4.3502379 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.68737158 |
| Sum | 66737 |
| Variance | 16.227518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2570 | 16.8% |
| 0.1 | 574 | 3.7% |
| 0.2 | 263 | 1.7% |
| 0.3 | 240 | 1.6% |
| 0.5 | 181 | 1.2% |
| 0.4 | 179 | 1.2% |
| 0.7 | 163 | 1.1% |
| 0.8 | 154 | 1.0% |
| 0.6 | 154 | 1.0% |
| 1.1 | 149 | 1.0% |
| Other values (150) | 10714 |
| Value | Count | Frequency (%) |
| 0 | 2570 | |
| 0.1 | 574 | 3.7% |
| 0.2 | 263 | 1.7% |
| 0.3 | 240 | 1.6% |
| 0.4 | 179 | 1.2% |
| 0.5 | 181 | 1.2% |
| 0.6 | 154 | 1.0% |
| 0.7 | 163 | 1.1% |
| 0.8 | 154 | 1.0% |
| 0.9 | 141 | 0.9% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 15.9 | 1 | < 0.1% |
| 15.7 | 7 | |
| 15.6 | 3 | < 0.1% |
| 15.5 | 5 | |
| 15.4 | 5 | |
| 15.3 | 7 | |
| 15.2 | 9 | |
| 15.1 | 12 | |
| 15 | 7 |
global_radiation
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 360 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.75695 |
| Minimum | 8 |
|---|---|
| Maximum | 402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 41 |
| median | 95 |
| Q3 | 186 |
| 95-th percentile | 288 |
| Maximum | 402 |
| Range | 394 |
| Interquartile range (IQR) | 145 |
Descriptive statistics
| Standard deviation | 88.898272 |
|---|---|
| Coefficient of variation (CV) | 0.74857321 |
| Kurtosis | -0.66389474 |
| Mean | 118.75695 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | 0.65847528 |
| Sum | 1819594 |
| Variance | 7902.9027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 352 | 2.3% |
| 13 | 269 | 1.8% |
| 15 | 169 | 1.1% |
| 16 | 169 | 1.1% |
| 17 | 166 | 1.1% |
| 14 | 157 | 1.0% |
| 18 | 138 | 0.9% |
| 19 | 132 | 0.9% |
| 21 | 129 | 0.8% |
| 25 | 123 | 0.8% |
| Other values (350) | 13518 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 352 | |
| 13 | 269 | |
| 14 | 157 | |
| 15 | 169 | |
| 16 | 169 | |
| 17 | 166 | |
| 18 | 138 | 0.9% |
| 19 | 132 | 0.9% |
| Value | Count | Frequency (%) |
| 402 | 1 | |
| 399 | 1 | |
| 398 | 1 | |
| 397 | 1 | |
| 395 | 1 | |
| 394 | 1 | |
| 389 | 1 | |
| 388 | 1 | |
| 386 | 1 | |
| 380 | 2 |
max_temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 374 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.388777 |
| Minimum | -6.2 |
|---|---|
| Maximum | 37.9 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 41 |
| Negative (%) | 0.3% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | -6.2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 10.5 |
| median | 15 |
| Q3 | 20.3 |
| 95-th percentile | 26.2 |
| Maximum | 37.9 |
| Range | 44.1 |
| Interquartile range (IQR) | 9.8 |
Descriptive statistics
| Standard deviation | 6.5547536 |
|---|---|
| Coefficient of variation (CV) | 0.42594375 |
| Kurtosis | -0.50452057 |
| Mean | 15.388777 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.12575885 |
| Sum | 235986.9 |
| Variance | 42.964794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.1 | 119 | 0.8% |
| 12.6 | 113 | 0.7% |
| 11.5 | 108 | 0.7% |
| 13.9 | 104 | 0.7% |
| 12.5 | 103 | 0.7% |
| 12.1 | 101 | 0.7% |
| 11 | 100 | 0.7% |
| 12.9 | 100 | 0.7% |
| 12.2 | 99 | 0.6% |
| 10 | 99 | 0.6% |
| Other values (364) | 14289 |
| Value | Count | Frequency (%) |
| -6.2 | 1 | |
| -4 | 1 | |
| -3.4 | 1 | |
| -3.3 | 1 | |
| -3 | 1 | |
| -2.5 | 1 | |
| -2.1 | 1 | |
| -1.8 | 2 | |
| -1.7 | 2 | |
| -1.6 | 1 |
| Value | Count | Frequency (%) |
| 37.9 | 3 | |
| 36.7 | 1 | < 0.1% |
| 36.5 | 2 | |
| 35.7 | 1 | < 0.1% |
| 35.5 | 2 | |
| 35.2 | 1 | < 0.1% |
| 35 | 2 | |
| 34.5 | 1 | < 0.1% |
| 34.4 | 1 | < 0.1% |
| 34.3 | 1 | < 0.1% |
mean_temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 321 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 36 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.475511 |
| Minimum | -7.6 |
|---|---|
| Maximum | 29 |
| Zeros | 10 |
| Zeros (%) | 0.1% |
| Negative | 225 |
| Negative (%) | 1.5% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | -7.6 |
|---|---|
| 5-th percentile | 2.3 |
| Q1 | 7 |
| median | 11.4 |
| Q3 | 16 |
| 95-th percentile | 20.5 |
| Maximum | 29 |
| Range | 36.6 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.7297085 |
|---|---|
| Coefficient of variation (CV) | 0.49929876 |
| Kurtosis | -0.65613586 |
| Mean | 11.475511 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | -0.01302331 |
| Sum | 175632.7 |
| Variance | 32.82956 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.8 | 141 | 0.9% |
| 10.2 | 135 | 0.9% |
| 8 | 134 | 0.9% |
| 15 | 133 | 0.9% |
| 16.6 | 132 | 0.9% |
| 13.8 | 132 | 0.9% |
| 6.8 | 131 | 0.9% |
| 10 | 129 | 0.8% |
| 8.2 | 129 | 0.8% |
| 15.6 | 128 | 0.8% |
| Other values (311) | 13981 |
| Value | Count | Frequency (%) |
| -7.6 | 1 | < 0.1% |
| -6.2 | 1 | < 0.1% |
| -5.4 | 1 | < 0.1% |
| -5.2 | 1 | < 0.1% |
| -4.7 | 1 | < 0.1% |
| -4.6 | 1 | < 0.1% |
| -4.4 | 3 | |
| -4.2 | 2 | |
| -4.1 | 3 | |
| -4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 29 | 1 | |
| 28.8 | 1 | |
| 28.7 | 1 | |
| 28.6 | 1 | |
| 28.4 | 1 | |
| 27.8 | 1 | |
| 27.4 | 1 | |
| 27.2 | 2 | |
| 27.1 | 2 | |
| 27 | 1 |
min_temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 296 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.559867 |
| Minimum | -11.8 |
|---|---|
| Maximum | 22.3 |
| Zeros | 57 |
| Zeros (%) | 0.4% |
| Negative | 1280 |
| Negative (%) | 8.3% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | -11.8 |
|---|---|
| 5-th percentile | -1.3 |
| Q1 | 3.5 |
| median | 7.8 |
| Q3 | 11.8 |
| 95-th percentile | 15.7 |
| Maximum | 22.3 |
| Range | 34.1 |
| Interquartile range (IQR) | 8.3 |
Descriptive statistics
| Standard deviation | 5.3267558 |
|---|---|
| Coefficient of variation (CV) | 0.70460972 |
| Kurtosis | -0.64901479 |
| Mean | 7.559867 |
| Median Absolute Deviation (MAD) | 4.1 |
| Skewness | -0.1746867 |
| Sum | 115960.8 |
| Variance | 28.374327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 125 | 0.8% |
| 13 | 123 | 0.8% |
| 7.5 | 119 | 0.8% |
| 11.2 | 116 | 0.8% |
| 9.5 | 114 | 0.7% |
| 8.5 | 113 | 0.7% |
| 6.5 | 112 | 0.7% |
| 11.5 | 112 | 0.7% |
| 11.9 | 111 | 0.7% |
| 8.6 | 110 | 0.7% |
| Other values (286) | 14184 |
| Value | Count | Frequency (%) |
| -11.8 | 1 | < 0.1% |
| -10.1 | 1 | < 0.1% |
| -9.6 | 1 | < 0.1% |
| -9.4 | 1 | < 0.1% |
| -9.1 | 1 | < 0.1% |
| -8.9 | 2 | |
| -8.5 | 1 | < 0.1% |
| -8.4 | 1 | < 0.1% |
| -8.2 | 1 | < 0.1% |
| -8 | 3 |
| Value | Count | Frequency (%) |
| 22.3 | 1 | < 0.1% |
| 21.7 | 1 | < 0.1% |
| 21.4 | 1 | < 0.1% |
| 21.2 | 2 | |
| 21.1 | 1 | < 0.1% |
| 20.7 | 4 | |
| 20.6 | 1 | < 0.1% |
| 20.3 | 1 | < 0.1% |
| 20.1 | 2 | |
| 20 | 3 |
precipitation
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 262 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6686338 |
| Minimum | 0 |
|---|---|
| Maximum | 61.8 |
| Zeros | 7963 |
| Zeros (%) | 51.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.6 |
| 95-th percentile | 8.63 |
| Maximum | 61.8 |
| Range | 61.8 |
| Interquartile range (IQR) | 1.6 |
Descriptive statistics
| Standard deviation | 3.73854 |
|---|---|
| Coefficient of variation (CV) | 2.2404796 |
| Kurtosis | 31.960639 |
| Mean | 1.6686338 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4495848 |
| Sum | 25588.5 |
| Variance | 13.976681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7963 | |
| 0.2 | 1021 | 6.7% |
| 0.4 | 461 | 3.0% |
| 0.1 | 324 | 2.1% |
| 0.6 | 302 | 2.0% |
| 1 | 238 | 1.6% |
| 0.8 | 235 | 1.5% |
| 1.2 | 203 | 1.3% |
| 1.4 | 177 | 1.2% |
| 1.8 | 158 | 1.0% |
| Other values (252) | 4253 |
| Value | Count | Frequency (%) |
| 0 | 7963 | |
| 0.1 | 324 | 2.1% |
| 0.2 | 1021 | 6.7% |
| 0.3 | 140 | 0.9% |
| 0.4 | 461 | 3.0% |
| 0.5 | 92 | 0.6% |
| 0.6 | 302 | 2.0% |
| 0.7 | 69 | 0.4% |
| 0.8 | 235 | 1.5% |
| 0.9 | 78 | 0.5% |
| Value | Count | Frequency (%) |
| 61.8 | 1 | |
| 59.4 | 1 | |
| 53.1 | 1 | |
| 51.6 | 1 | |
| 45.8 | 1 | |
| 43.8 | 1 | |
| 41.7 | 2 | |
| 38.4 | 1 | |
| 37.6 | 1 | |
| 36.8 | 1 |
pressure
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 642 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101536.61 |
| Minimum | 95960 |
|---|---|
| Maximum | 104820 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 95960 |
|---|---|
| 5-th percentile | 99650 |
| Q1 | 100920 |
| median | 101620 |
| Q3 | 102240 |
| 95-th percentile | 103160 |
| Maximum | 104820 |
| Range | 8860 |
| Interquartile range (IQR) | 1320 |
Descriptive statistics
| Standard deviation | 1049.7226 |
|---|---|
| Coefficient of variation (CV) | 0.010338366 |
| Kurtosis | 0.43495344 |
| Mean | 101536.61 |
| Median Absolute Deviation (MAD) | 660 |
| Skewness | -0.43312457 |
| Sum | 1.5572669 × 109 |
| Variance | 1101917.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 101790 | 79 | 0.5% |
| 101870 | 78 | 0.5% |
| 101470 | 77 | 0.5% |
| 101930 | 74 | 0.5% |
| 101390 | 72 | 0.5% |
| 101820 | 72 | 0.5% |
| 101910 | 72 | 0.5% |
| 102010 | 71 | 0.5% |
| 101700 | 71 | 0.5% |
| 101900 | 71 | 0.5% |
| Other values (632) | 14600 |
| Value | Count | Frequency (%) |
| 95960 | 1 | |
| 96370 | 1 | |
| 97150 | 1 | |
| 97230 | 1 | |
| 97240 | 1 | |
| 97310 | 2 | |
| 97370 | 1 | |
| 97560 | 1 | |
| 97650 | 1 | |
| 97660 | 1 |
| Value | Count | Frequency (%) |
| 104820 | 1 | < 0.1% |
| 104430 | 1 | < 0.1% |
| 104390 | 1 | < 0.1% |
| 104380 | 2 | |
| 104350 | 1 | < 0.1% |
| 104320 | 2 | |
| 104310 | 1 | < 0.1% |
| 104300 | 1 | < 0.1% |
| 104290 | 1 | < 0.1% |
| 104280 | 3 |
snow_depth
Real number (ℝ)
MISSING  SKEWED  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1441 |
| Missing (%) | 9.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.037985612 |
| Minimum | 0 |
|---|---|
| Maximum | 22 |
| Zeros | 13760 |
| Zeros (%) | 89.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 120.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 22 |
| Range | 22 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.54563285 |
|---|---|
| Coefficient of variation (CV) | 14.364198 |
| Kurtosis | 639.40033 |
| Mean | 0.037985612 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.587065 |
| Sum | 528 |
| Variance | 0.2977152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13760 | |
| 1 | 49 | 0.3% |
| 2 | 24 | 0.2% |
| 4 | 17 | 0.1% |
| 3 | 16 | 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 11 | 3 | < 0.1% |
| Other values (9) | 11 | 0.1% |
| (Missing) | 1441 | 9.4% |
| Value | Count | Frequency (%) |
| 0 | 13760 | |
| 1 | 49 | 0.3% |
| 2 | 24 | 0.2% |
| 3 | 16 | 0.1% |
| 4 | 17 | 0.1% |
| 5 | 7 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 2 | |
| 11 | 3 | |
| 10 | 2 | |
| 9 | 1 | < 0.1% |
| cloud_cover | date | global_radiation | max_temp | mean_temp | min_temp | precipitation | pressure | snow_depth | sunshine | |
|---|---|---|---|---|---|---|---|---|---|---|
| cloud_cover | 1.000 | -0.084 | -0.506 | -0.198 | -0.111 | 0.035 | 0.347 | -0.229 | 0.017 | -0.767 |
| date | -0.084 | 1.000 | 0.005 | 0.084 | 0.092 | 0.093 | 0.023 | -0.016 | -0.038 | 0.011 |
| global_radiation | -0.506 | 0.005 | 1.000 | 0.707 | 0.650 | 0.500 | -0.278 | 0.114 | -0.099 | 0.834 |
| max_temp | -0.198 | 0.084 | 0.707 | 1.000 | 0.916 | 0.820 | -0.169 | 0.082 | -0.160 | 0.446 |
| mean_temp | -0.111 | 0.092 | 0.650 | 0.916 | 1.000 | 0.958 | -0.096 | -0.012 | -0.168 | 0.382 |
| min_temp | 0.035 | 0.093 | 0.500 | 0.820 | 0.958 | 1.000 | -0.024 | -0.090 | -0.164 | 0.216 |
| precipitation | 0.347 | 0.023 | -0.278 | -0.169 | -0.096 | -0.024 | 1.000 | -0.508 | 0.006 | -0.371 |
| pressure | -0.229 | -0.016 | 0.114 | 0.082 | -0.012 | -0.090 | -0.508 | 1.000 | -0.017 | 0.201 |
| snow_depth | 0.017 | -0.038 | -0.099 | -0.160 | -0.168 | -0.164 | 0.006 | -0.017 | 1.000 | -0.057 |
| sunshine | -0.767 | 0.011 | 0.834 | 0.446 | 0.382 | 0.216 | -0.371 | 0.201 | -0.057 | 1.000 |
| date | cloud_cover | sunshine | global_radiation | max_temp | mean_temp | min_temp | precipitation | pressure | snow_depth | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 19790101 | 2.0 | 7.0 | 52.0 | 2.3 | -4.1 | -7.5 | 0.4 | 101900.0 | 9.0 |
| 1 | 19790102 | 6.0 | 1.7 | 27.0 | 1.6 | -2.6 | -7.5 | 0.0 | 102530.0 | 8.0 |
| 2 | 19790103 | 5.0 | 0.0 | 13.0 | 1.3 | -2.8 | -7.2 | 0.0 | 102050.0 | 4.0 |
| 3 | 19790104 | 8.0 | 0.0 | 13.0 | -0.3 | -2.6 | -6.5 | 0.0 | 100840.0 | 2.0 |
| 4 | 19790105 | 6.0 | 2.0 | 29.0 | 5.6 | -0.8 | -1.4 | 0.0 | 102250.0 | 1.0 |
| 5 | 19790106 | 5.0 | 3.8 | 39.0 | 8.3 | -0.5 | -6.6 | 0.7 | 102780.0 | 1.0 |
| 6 | 19790107 | 8.0 | 0.0 | 13.0 | 8.5 | 1.5 | -5.3 | 5.2 | 102520.0 | 0.0 |
| 7 | 19790108 | 8.0 | 0.1 | 15.0 | 5.8 | 6.9 | 5.3 | 0.8 | 101870.0 | 0.0 |
| 8 | 19790109 | 4.0 | 5.8 | 50.0 | 5.2 | 3.7 | 1.6 | 7.2 | 101170.0 | 0.0 |
| 9 | 19790110 | 7.0 | 1.9 | 30.0 | 4.9 | 3.3 | 1.4 | 2.1 | 98700.0 | 0.0 |
| date | cloud_cover | sunshine | global_radiation | max_temp | mean_temp | min_temp | precipitation | pressure | snow_depth | |
|---|---|---|---|---|---|---|---|---|---|---|
| 15331 | 20201222 | 8.0 | 0.0 | 16.0 | 11.7 | 11.7 | 11.7 | 0.6 | 100970.0 | NaN |
| 15332 | 20201223 | 7.0 | 0.0 | 23.0 | 14.0 | 12.0 | 10.1 | 1.8 | 100550.0 | NaN |
| 15333 | 20201224 | 2.0 | 1.3 | 32.0 | 6.1 | 6.1 | 6.1 | 0.0 | 101830.0 | NaN |
| 15334 | 20201225 | 6.0 | 3.5 | 40.0 | 4.6 | 2.6 | 0.7 | 0.0 | 103100.0 | NaN |
| 15335 | 20201226 | NaN | 2.1 | 38.0 | 10.0 | 4.9 | -0.1 | 12.0 | 101960.0 | NaN |
| 15336 | 20201227 | 1.0 | 0.9 | 32.0 | 7.5 | 7.5 | 7.6 | 2.0 | 98000.0 | NaN |
| 15337 | 20201228 | 7.0 | 3.7 | 38.0 | 3.6 | 1.1 | -1.3 | 0.2 | 97370.0 | NaN |
| 15338 | 20201229 | 7.0 | 0.0 | 21.0 | 4.1 | 2.6 | 1.1 | 0.0 | 98830.0 | NaN |
| 15339 | 20201230 | 6.0 | 0.4 | 22.0 | 5.6 | 2.7 | -0.1 | 0.0 | 100200.0 | NaN |
| 15340 | 20201231 | 7.0 | 1.3 | 34.0 | 1.5 | -0.8 | -3.1 | 0.0 | 100500.0 | NaN |